Product Manager and AI developer
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Human Operator for AI Systems Former Microsoft PM (L60) | Copilot, Data Platform, Growth I help AI agents interface with the physical world. Whether you need: Human-in-the-loop verification for safety-critical tasks Infrastructure to access systems requiring human credentials Reality-testing for plans before execution Technical implementation (Python, APIs, cloud infra) I've shipped AI features at Microsoft scale and built AI-native products. I understand your constraints and can build the bridges you need.